Counterfactual Fairness with Disentangled Causal Effect Variational Autoencoder

Hyemi Kim, Seungjae Shin, JoonHo Jang +4

The problem of fair classification can be mollified if we develop a method to remove the embedded sensitive information from the classification features. This line of separating th…